全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

Perimeter Security System Based on Ultra-Weak Fiber Bragg Grating Array

DOI: 10.4236/opj.2022.126012, PP. 156-169

Keywords: Perimeter Security, Ultra-Weak Fiber Bragg Grating, Vibration Sensor, Pattern Recognition

Full-Text   Cite this paper   Add to My Lib

Abstract:

A perimeter security system based on ultra-weak fiber Bragg grating high-speed wavelength demodulation was proposed. The demodulation system for signal acquisition and high-speed wavelength calculation was designed based on field programmable gate array (FPGA) platform. The principle of ultra-weak fiber Bragg grating high-speed demodulation and signal recognition method were analyzed theoretically, and the Support Vector Machine model was introduced to optimize the event recognition accuracy of the system. A perimeter security experimental system containing 1000 ultra-weak fiber Bragg gratings, ultra-weak fiber Bragg grating sense optical cables with a diameter of 2.0 mm and a reflectivity of 0.01%, steel space frames and demodulation equipments was built to recognize four typical events such as knocking, shaking, wind blowing and rainfall. The experimental resulted show that the system has a spatial resolution of 1m and an acquisition frequency of 200 Hz. The joint time-frequency domain detection method is used to achieve 99.2% alarm accuracy, and 98% recognition accuracy of two intrusion events, which has good anti-interference performance.

References

[1]  ednarz, B., Popielski, P., Sieńko, R., Howiacki, T. and Bednarski, L. (2021) Distributed Fibre Optic Sensing (DFOS) for Deformation Assessment of Composite Collectors and Pipelines. Sensors, 21, 5904. https://doi.org/10.3390/s21175904
[2]  Wijaya, H., Rajeev, P. and Gad, E. (2021) Distributed Optical Fibre Sensor for Infrastructure Monitoring: Field Applications. Optical Fiber Technology, 64, Article ID: 102577. https://doi.org/10.1016/J.YOFTE.2021.102577
[3]  Joe, H.E., Yun, H., Jo, S.H., Jun Martin, B.G. and Min, B.K. (2018) A Review on Optical Fiber Sensors for Environmental Monitoring. International Journal of Precision Engineering and Manufacturing-Green Technology, 5, 173-191. https://doi.org/10.1007/s40684-018-0017-6
[4]  Yuan, F., Bai, F., Zhu, Y., Cao, Z.B., et al. (2020) Research on Automatic Cable Monitoring System Based on Vibration Fibber Optic Sensor Technology. Journal of Physics: Conference Se-ries, 1650, 1-9. https://doi.org/10.1088/1742-6596/1650/2/022010
[5]  Wijaya, H., Rajeev, P., Gad, E. and Vivekanamtham, R. (2021) Distributed Optical Fibre Sensor for Condition Monitoring of Mining Conveyor Using Wavelet Transform and Artificial Neural Network. Structural Control and Health Monitoring, 28. https://doi.org/10.1002/STC.2827
[6]  Liu, K., Zhang, L.W., Jiang, J.F., et al. (2019) Distributed Optical Fiber Sensor pErimeter Security System Based on UAV Video Linkage. Journal of Optoelectronics·Laser, 30, 1244-1251. https://doi.org/10.16136/j.joel.2019.12.0130
[7]  Wu, H., Xiao, S., Li, X.Y., Wang, Z.N. and Xu, J.W. (2015) Separation and Determination of the Disturbing Signals in Phase-Sensitive Optical Time Domain Reflectometry (Phi-OTDR). Journal of Lightwave Technology, 33, 3156-3162. https://doi.org/10.1109/JLT.2015.2421953
[8]  Zhao, Y., Zhang, S.M. and Wang, B.S. (2020) Research on Performance Characteristics of Fiber-Optic Φ-OTDR Sensor for Travel Safety Incidents Perimeter Security Monitoring System. Laser Journal, 41, 33-37. https://doi.org/10.14016/j.cnki.jgzz.2020.02.033
[9]  Yang, N., Zhao, Y. and Chen, J. (2022) Real-Time Φ-OTDR Vibration Event Recognition Based on Image Target Detection. Sensors, 22, 1127. https://doi.org/10.3390/S22031127
[10]  Su, Y., Li, S.D., Liu, M.H., Huang, W., Xiao, S. and Xiong, W. (2020) Design and Realization of High Speed Data Acquisition of Φ-OTDR System for Substation Broken Monitoring. Laser Journal, 41, 158-161. https://doi.org/10.14016/j.cnki.jgzz.2020.11.158
[11]  Wang, Z., Lu, B., Ye, Q. and Cai, H. (2020) Recent Progress in Distributed Fiber Acoustic Sensing with φ-OTDR. Sensors, 20, 6594. https://doi.org/10.3390/s20226594
[12]  Wang, Z.Y., Lu, B., Ye, L., Ying, K. and Sun, Y.G. (2021) Distributed Optical Fiber Acoustic Sensing and Its Application to Seismic Wave Monitoring. Laser & Optoelectronics Progress, 58, 83-94. https://doi.org/10.3788/LOP202158.1306006
[13]  Tao, X., Jiang, S. and Song, K. (2020) Low-Cost and Long-Perimeter System Based on Weak Grating Array and Its Alarm Mechanism. Chinese Journal of Lasers, 47, 225-233. https://doi.org/10.3788/CJL202047.0406001
[14]  Wang, M., Sun, Z.H., Zhang, L., Wang, B. and Li, Z.Q. (2020) Research of FBG Vibration System Used for Border Security. Journal of Optoelectronics·Laser, 31, 708-712. https://doi.org/10.16136/j.joel.2020.07.0067
[15]  Chen, K.K., Li, Y.F., Zhou, C.M. and Fan, D. (2022) Bridge Strain Measurement Based on Weak Fiber Bragg Grating Array. Laser & Optoelectronics Progress, 59, 87-96.
[16]  Li, Z.C., Liu, K., Jiang, J.F., Ma, P.F., Li, P.C. and Liu, T.G. (2018) A High-Accuracy Event Discrimination Method in Optical Fiber Perimeter Security System. Infrared and Laser Engineering, 47, 167-172.
[17]  Zhang, J.N., Lou, S.Q. and Liang, S. (2017) Study of Pattern Recognition Based on SVM Algorithm for φ-OTDR Distributed Optical Fiber Disturbance Sensing System. Infrared and Laser Engineering, 46, 219-225. https://doi.org/10.3788/IRLA201746.0422003.

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133